How-to Guides

Task-oriented guides for common workflows. Each guide assumes you have already completed the Getting Started tutorial.

Optimization

• Configure OptunaSearchCV: choose samplers, add callbacks, persist studies, and customize cross-validation
• Score Multiple Metrics: evaluate configurations against multiple scoring metrics simultaneously
• Visualize Search Results: plot optimization history and parameter importance with Optuna and yohou diagnostics

Composition

• Tune Composed Forecasters: tune nested parameters across pipelines, decomposition steps, and column-wise forecasters
• Tune on Panel Data: optimize forecasters on grouped time series with panel strategies

Debugging

• Troubleshooting: solutions to common problems with installation, search, parameter routing, and storage

Project

• Contributing: set up a development environment, run tests, and submit changes